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<span style="font-size:1.0pt"><a href="https://www.insper.edu.br/conhecimento/" target="_blank"><span style="font-size:10.5pt; font-family:"Verdana",sans-serif; color:#7B7B7B; text-decoration:none">Pesquisa</span></a></span></p>
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<b><span lang="EN-US" style="font-size:18.0pt; font-family:"Verdana",sans-serif; color:#C00026">Data Science</span></b><span style="font-size:1.0pt; font-family:"Times New Roman",serif"></span></p>
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<span style="font-family:"Verdana",sans-serif; color:#C00026">Academic Seminar</span><span style="font-size:12.0pt"></span></p>
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<p style="margin-right: 0cm; margin-left: 0cm; font-size: 12pt; font-family: "Times New Roman", serif;">
<b><span lang="EN-US" style="font-size:13.0pt; font-family:"Verdana",sans-serif">Topic modelling for medical prescription fraud and abuse detection</span></b></p>
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<b><span lang="EN-US" style="font-size:13.0pt; font-family:"Verdana",sans-serif"> </span></b></p>
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<strong><span lang="EN-US" style="font-size:10.0pt; font-family:"Calibri",sans-serif"> </span></strong></p>
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<strong><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333">Speaker:</span></strong><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333"> </span><span class="x_MsoHyperlink" style="color: rgb(5, 99, 193); text-decoration: underline;"><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif"><a href="https://www.babson.edu/academics/faculty/faculty-profiles/babak-zafari.php">Babak
Zafari</a></span></span><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333"><br>
<strong><span style="font-family:"Verdana",sans-serif">University:</span></strong></span><span lang="EN-US" style="font-size:10.0pt; font-family:"Calibri",sans-serif">
</span><span class="x_MsoHyperlink" style="color: rgb(5, 99, 193); text-decoration: underline;"><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif"><a href="https://www.babson.edu/">Babson</a> College</span></span><span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333"></span></p>
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<span lang="EN-US" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333">Medical prescription fraud and abuse have been a pressing issue in the USA, resulting in large financial losses and adverse effects on human health. The size and complexity
of the healthcare systems as well as the cost of medical audits make use of statistical methods necessary to generate investigative leads in prescription audits. We analyse prescriber–drug associations by utilizing the real world Medicare part D prescription
data from New Hampshire. In particular, we propose the use of topic models to group drugs with respect to the billing patterns and exhibit the potential aberrant behaviours while using medical specialities as a covariate. The prescription patterns of the providers
are retrieved with an emphasis on opioids and aggregated into distance-based measures which are visualized by concentration functions. This output can enable healthcare auditors to identify leads for audits of providers prescribing medically unnecessary drugs.</span></p>
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<span style="font-size:10.5pt; font-family:"Verdana",sans-serif">April/15<span style="color:black">/2020</span></span></p>
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<strong><span style="font-size:10.5pt; font-family:"Verdana",sans-serif; color:black; font-weight:normal">12</span></strong><strong><span style="font-size:10.5pt; font-family:"Verdana",sans-serif; font-weight:normal">pm<span style="color:black"> de Sao Paulo,
Brazil (UTC/GMT -03:00)</span></span></strong><b><span style="font-size:10.5pt; font-family:"Verdana",sans-serif"></span></b></p>
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<span lang="EN" style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#333333">Find upcoming seminars
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<span style="font-size:9.0pt; font-family:"Verdana",sans-serif; color:#7B7B7B">Rua Quatá, 300 - Vila Olímpia<br>
São Paulo/SP - CEP: 04546-042</span><span style="font-size:11.5pt; font-family:"Verdana",sans-serif; color:#7B7B7B"></span></p>
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<span style="font-size:9.0pt; font-family:"Verdana",sans-serif; color:#7B7B7B">(11) 4504-2400<br>
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